🤖 Machine Learning 🧠
This repository contains implementations of various types of machine learning algorithms using Python.
Linear Models
- Linear Regession (Batch Gradient Descent + SGD)
🛳 - Locally Weighted Regression
🍊 - Logistic Regression
🎷
Clustering
- k-means
📈 - k-medoids
📊 - PAM (Partition Around Medoids)
🎇 - DBSCAN
🌐
Classification
- Naive Bayes
📚 - Decision Tree
🌳
Association Rule Mining
- Apriori
👥 - FP Growth
🌱
Contributing
If you'd like to contribute to this project, please fork the repository and create a pull request.